Author

Sihan Xie

AgroParisTechORCID 0009-0001-4929-157XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:genome assembly· 1 Approach:graph neural network· 1 Research Focus:variant calling· 1 Research Focus:variant effect prediction· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Blaise HanczariD· 1 shared Didier BoichardiD· 1 shared Éric BarreyiD· 1 shared Julien ChiquetiD· 1 shared Thierry TriboutiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Blaise HanczarORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 8, 2025

Deep Generative Models for Discrete Genotype Simulation

Sihan Xie, Thierry Tribout, Didier Boichard…·Éric Barrey

This study evaluates deep generative models for simulating discrete genotype data, showing their ability to capture genetic patterns and preserve genotype-phenotype associations.

1 citation

whole-genome sequencingdeep learning

𝕏 PostBluesky